|Número de publicación||US7039016 B1|
|Tipo de publicación||Concesión|
|Número de solicitud||US 09/967,127|
|Fecha de publicación||2 May 2006|
|Fecha de presentación||28 Sep 2001|
|Fecha de prioridad||28 Sep 2001|
|Número de publicación||09967127, 967127, US 7039016 B1, US 7039016B1, US-B1-7039016, US7039016 B1, US7039016B1|
|Inventores||Erik D. Lindskog, Mitchell D. Trott|
|Cesionario original||Arraycomm, Llc|
|Exportar cita||BiBTeX, EndNote, RefMan|
|Citas de patentes (14), Citada por (30), Clasificaciones (8), Eventos legales (6)|
|Enlaces externos: USPTO, Cesión de USPTO, Espacenet|
1. Field of the Invention
The invention relates generally to the field of digital signal communications and to receive and transmit chain calibration. More particularly, the invention relates to calibrating a wideband or spread spectrum communications system using narrowband signals.
2. Description of the Related Art
Radio communications capacity can be greatly increased using directional, rather than omnidirectional radio transmission. One way to transmit directional signals and directionally receive signals is by using beam forming and nulling through an array of antennas. The precision of the beam forming and nulling through an antenna array, can be improved if the transmit and receive chains are both calibrated. Calibration can be applied to the chain from the digital interface at baseband to the field radiated from or received at each antenna element. One way of making the calibration is to have a transponder separated from the antenna array listen to the output of the antenna array on a base station downlink frequency. The transponder receives a downlink calibration signal from the base station and then re-transmits it on an uplink frequency. By selecting appropriate signals to transmit and appropriate signals to receive, the base station can apply signal processing to estimate compensations in phase and amplitude to calibrate its transmit and receive chains.
A remote transponder calibration system is shown, for example, in U.S. Pat. No. 5,546,090 to Roy, III et al. That patent describes a narrowband FDD (frequency division duplex) system. In an FDD system, unused time and frequency slots typically occur on occasion and these can be used to send and receive a narrowband calibration signal. In a typical spread spectrum system, however, there are no unused time and frequency slots to use for calibration. A spread spectrum system, for example a CDMA (code division multiple access) system, as opposed to FDMA (frequency division multiple access) and TDMA (time division multiple access) systems, has multiple users using the same radio channel at the same time. If the transponder is designed to receive and transmit the signal using the same spread spectrum channel that is used for traffic, then the additional energy added to the channel by calibration will reduce system capacity. A typical transponder will receive all of the downlink traffic including the calibration signal, shift the frequency, amplify it and send all of the traffic back to the base station. This results in a very large amount of energy being sent by the transponder on the uplink and may effectively overpower all other traffic. As a result, calibration will affect both the downlink and uplink channel capacity.
The interference can be reduced by turning off all normal downlink signals when calibration is being performed and sending a special low interference calibration downlink signal. However, in addition to interrupting the downlink traffic, this approach will still cause interference on the uplink. The interference can also be reduced if the transponder is constructed to despread the calibration signal to isolate it from all other traffic and then send back only a spreaded, frequency shifted version of that despread calibration signal. This approach results in a more expensive transponder and renders the calibration of the transit chain more difficult.
A method and apparatus are provided that calibrate a wideband radio communications system without causing significant interference with simultaneous users of the system. In one embodiment, the invention includes an antenna array adapted to transmit and receive radio communications signals with a plurality of other terminals the communications signals each using a particular minimum bandwidth. A transmit chain transmits a calibration signal through the antenna array to a transponder, and a receive chain receives through the antenna array a transponder signal from the transponder, the transponder signal being based on the calibration signal and having a bandwidth narrower than the minimum bandwidth. A signal processor measures characteristics of the transponder signal as received through the receive chain. These can be used to determine spatial signatures and to calibrate the transmit chain and the receive chain.
Other features of the present invention will be apparent from the accompanying drawings and from the detailed description that follows.
The present invention is illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings in which like reference numerals refer to similar elements and in which:
In one embodiment, the present invention includes a method for calibrating the transmit and receive chains of a wideband adaptive antenna base station using a narrowband transponder. In order to calibrate the transmit and the receive chains, the base station transmits a different narrowband calibration signal over each of the transmit chains in the downlink frequency band. These signals are then received by the narrowband transponder and retransmitted to the base station as narrowband signals in the wideband uplink frequency band. In this application, the radios in the adaptive antenna base station support wideband channels. However, in order to avoid creating any unnecessary interference, the calibration signals and the transponder signals are narrowband. In other words, the calibration signals occupy only a narrow portion of the wideband channel. The transponder only receives in this narrow frequency band and only retransmits the signals in a correspondingly narrow portion of the uplink band.
Since the narrowband signals add only a small amount of energy to the wideband uplink and downlink channels, the calibration can be done while regular data traffic is being supported by the base station. The narrower the bandwidth of the calibration signals, the less will be the amount of energy that will be added to the system. For wideband spread spectrum systems the narrowband signals can easily be one tenth, or one hundredth as wide as the regular data traffic channels. For frequency division systems, the narrowband signals can still be one third to one fifth the width of the traffic channels. Proper selection of the signal power levels can further reduce the impact on regular traffic. Using multiple narrowband signals and transponder bands it is possible to calibrate for more general phase and gain variations as a function of frequency. In a CDMA (Code Division Multiple Access) system, it is possible to design the CDMA system to be particularly insensitive to narrowband signals.
In one embodiment, the transponder only receives and retransmits a narrowband within the band of the wider band system to be calibrated. The system can have a set of wideband transmitters with antenna elements and a set of wideband receivers with antenna elements or a single set of elements can be common to the transmitters and the receivers. In both cases, system performance is normally improved with frequent calibration of the relative phase and amplitude. The phase and the amplitude calibration vectors can be different for the receive chain and the transmit chain. In one example, the system has a multi-channel base station that communicates with multiple subscribers up to 10 km away using CDMA with SDMA (spatial division multiple access). For this system, it has been found that calibrations every hour or two will noticeably improve performance. With such frequent calibrations, the impact of calibration on normal operations can be important. According to the present invention, the impact of calibration on normal operations can be minimized with a narrowband calibration transponder.
On each narrow frequency calibration band, different signals can be transmitted through two or more transmit chains. The signals can be differentiated, for example, by modulating different sequences onto the signals. In one embodiment, the sequences are orthogonal sequences to aid in demodulation. In another embodiment, the sequences are modulated onto the signals as spreading codes. This allows despreading codes to be used on the received signal so that the signal from each transmit chain can be distinguished. The transponder receives these signals and re-transmits them in the base station uplink band. The signals received by the base station can then be processed in order to measure any desired relative characteristics of the signals. For example, the signals can be used to find the relative phase and amplitude of the involved transmit chains and the relative phase and amplitude of all the receive chains. By transmitting different signals over the different transmit chains, the signals can be differentiated when received. This allows characteristics such as relative phase and amplitude to be estimated separately for each transmit chain.
The relative phase and amplitude of the transmit chains can be estimated by receiving the different signals at a single antenna and then estimating the channel for each of the different signals transmitted over the different transmit chains. The relative phase and amplitude of the receive chains can be estimated by transmitting a single calibration signal over a single transmit chain and receiving it over the different receive chains. The channel received over each receive chain can then be estimated and compared to find spatial signatures and for calibration. As a result, if the calibration signal is sent once over all transmit chains and then the corresponding transponder signal is received through all receive chains, the entire array can be calibrated based on a single downlink and uplink burst. Since the transmit and receive calibration vector determinations need not be coupled to each other, performing both calibrations on the same burst increases efficiency and reduces the effects on traffic. This is the approach of U.S. Pat. No. 5,546,090 to Roy III et al. mentioned above.
As an alternative, just a few or even two of the transmit or receive chains can be calibrated at one time. If all the transmit or receive chains are not involved in each calibration measurement, then repeated calibration measurements with different sets of transmit or receive chains can be performed so that all relative phases and amplitudes can be measured among all the transmit and receive antennas. Accuracy is improved if there is a common transmit or receive chain in each of the measurements. This allows the measured phases and amplitudes to be related to each other with reference to the common chain. Typically, one of the receive chains is designated as a reference receive chain and calibration signals are measured in pairs with each receive chain being paired with the reference chain. Since the reference chain participates in every measurement, all of the other chains can be referenced to each other through the reference chain. After the receive chains are calibrated, a similar process is performed with the transmit chains being measured in pairs against the reference. It is not important which particular chain is selected to be the reference and the receive and transmit references need not have any relationship to each other.
In one embodiment, the present invention is implemented in an SDMA radio data communications system. In such a spatial division system, each terminal is associated with a set of spatial parameters that relate to the radio communications channel between, for example, the base station and a user terminal. The spatial parameters comprise a spatial signature for each terminal. Using the spatial signature and arrayed antennas, the RF energy from the base station can be more precisely directed at a single user terminal, reducing interference with and lowering the noise threshold for other user terminals. Conversely, data received from several different user terminals at the same time can be resolved at lower receive energy levels. With spatial division antennas at the user terminals, the RF energy required for communications can be even less. The benefits are even greater for subscribers that are spatially separated from one another. The spatial signatures can include such things as the spatial location of the transmitters, the directions-of-arrival (DOAs), times-of-arrival (TOAs) and the distance from the base station.
Estimates of parameters such as signal power levels, DOAs, and TOAs can be determined using known training sequences placed in digital data streams for the purpose of channel equalization in conjunction with sensor (antenna) array information. This information is then used to calculate appropriate weights for spatial demultiplexers, multiplexers, and combiners. Extended Kahnan filters or other types of linear filters, well known in the art, can be used to exploit the properties of the training sequences in determining spatial parameters. Further details regarding the use of spatial division and SDMA systems are described, for example, in U.S. Pat. No. 5,828,658, issued Oct. 27, 1998 to Ottersten et al. and U.S. Pat. No. 5,642,353, issued Jun. 24, 1997 to Roy, III et al.
Base Station Structure
The present invention relates to wireless communication systems and may be a fixed-access or mobile-access wireless network. It may use spatial division technology in combination with wideband multiple access systems, such as code division multiple access (CDMA), and other spread spectrum type systems.
The outputs of the antennas are connected to a duplexer switch 107, which in this CDMA system is a frequency switch. Alternatively, separate transmit and receive antenna arrays can be used, in which case the duplexer is not necessary. When receiving, the antenna outputs are connected via the switch 107 to RF (radio frequency) receive modules 205, and are mixed down and channelized in a down converter 207. The down converted signals are then sampled and converted to digital in an ADC (analog to digital converter) 209. This can be done using FIR (finite impulse response) filtering techniques. The invention can be adapted to suit a wide variety of RF and IF (intermediate frequency) carrier frequencies and bands.
There are, in the present example, four antenna channel outputs, one from each antenna receive module 205. The particular number of channels can be varied to suit network needs. For each of the four receive antenna channels, the four down-converted outputs from the four antennas are fed to a digital signal processor (DSP) device 217 for further processing, including calibration. According to one aspect of this invention, four Motorola DSP56300 Family DSPs can be used as channel processors, one per receive channel. The timeslot processors 217 monitor the received signal power and estimate the phase and time alignment. They also determine smart antenna weights for each antenna element. These are used in the spatial division multiple access scheme to determine a signal from a particular remote user and to demodulate the determined signal.
The output of the channel processors 217 is demodulated burst data. This data is sent to the host DSP 231 whose main function is to control all elements of the system and interface with the higher level processing. The higher level processing provides the signals required for communications in all the different control and service communication channels defined in the system's communication protocols. The host DSP 231 can be a Motorola DSP56300 Family DSP. In addition, channel processors send the determined receive weights for each user terminal to the host DSP 231.
The host DSP 231 maintains state and timing information, receives uplink burst data from the channel processors 217, and programs the channel processors 217. In addition, it decrypts, descrambles, checks error detecting code, and deconstructs bursts of the uplink signals, then formats the uplink signals to be sent for higher level processing in other parts of the base station. With respect to the other parts of the base station, it formats service data and traffic data for further higher processing in the base station, receives downlink messages and traffic data from the other parts of the base station, processes the downlink bursts and formats and sends the downlink bursts to the transmit chain, discussed below.
Transmit data from the host DSP 231 is used to produce analog transmit outputs which are sent to the RF transmitter (tx) modules 245. Specifically, the received data bits are converted via a DAC (digital to analog converter) 241 to analog transmit waveforms and up-converted into a complex modulated signal, at an IF frequency in an upconverter 243. The analog waveforms are sent to the transmit modules 245. The transmit modules 245 up-convert the signals to the transmission frequency and amplify the signals. The amplified transmission signal outputs are sent to antennas 103 via the duplexer/time switch 107.
Narrowband Transponder Structure
As shown in
A second mixer 149 combines the signals from the bandpass filter 150 and a second LO 147 to produce two new transmit signals at frequencies spaced apart from each other and within the uplink frequency band. These two new signals are bandpass filtered 145 and amplified in a power amplifier 143. The power amplifier is adjusted by a power feedback control loop 141 to reduce interference with other channels and smoothe reception of the calibration signal at the base station. Another bandpass filter 125 eliminates the upper mixer product and any artifacts from the power amplifier, leaving only the lower mixer product which is a copy of the original input signal on the RF receive chain except for its frequency. This signal is connected to the duplexer 140 for transmission through the antenna element 122. The transponder shows, as an alternative, a separate transmit antenna element 123 and receive antenna element 124. If separate elements are used then the duplexer 140 is no longer required and the antennas can be directly coupled to the respective transmit and receive bandpass filters.
The transponder described above is designed to shift and transpond narrowband signals from the base station that are transmitted in the band for North American cellular CDMA communications, designated as IS-95 by the Telecommunications Industry Association (TIA). In some circumstances, it might be desirable to receive a wideband calibration signal over the complete CDMA channel and return it as a narrowband signal. Since most single channel communication bandwidths are too wide for practical filters at RF frequencies, such a single channel transponder would mix the RF frequency down to a lower intermediate frequency, apply a narrowband filter at this intermediate frequency, and then mix the filtered signal back up to the desired RF frequency to be echoed back as a narrowband signal. In all other aspects, the wideband, single channel, transponder would behave and be constructed like the narrowband transponder described here.
In operation, the base station DSP 217 generates a specialized narrowband calibration transmit signal which it transmits from the antenna array through the duplexer. The transponder receives the calibration transmit signal and echoes it back with the appropriate changes so that it will be received through the receive chain through the duplexer. In a conventional cellular CDMA system, the radio system uses different frequencies for transmit and receive. Thus, the transponder echoes back a signal on the uplink frequency band that is a frequency-shifted copy of the downlink signal it receives. The base station DSP acquires the echoed calibration signal through the receive chain and uses this received calibration signal along with knowledge of the transmit calibration signal to calculate array calibration vectors which are then stored in a calibration vector storage buffer.
For a CDMA cellular system, the system may be allocated a bandwidth from, e.g., 824 MHz to 835 MHz or from 835 MHz to 849 MHz. The wideband channels within this range may be as narrow as 1.25 MHz or as wide as 5 MHz. In such a system, uplink and downlink frequency bands are typically separated from each other with a significant guard band so that they are separated by 1.25 MHz to 5 MHz. This is the amount by which the transponder must shift the calibration signal frequency to send it back to the base station. In other systems, the wideband uplink and downlink channels may be as wide as 40 MHz or more. The narrowband calibration signals on the other hand, would typically be from 0.01 MHz to 0.1 MHz wide. The spectral width of the calibration signal will be as small as reasonably convenient with readily available equipment at moderate cost. The narrower the signal, the less it will interfere with existing traffic. However, as mentioned above, the narrowband signal must also be able to be transmitted and received by the wideband transmit and receive chains. The necessary bandwidth limitations will also depend on the particular system. For a system in which the wideband signals are 1.25 MHz wide, the narrowband signals will probably be much narrower than for a system in which the wideband signals are 40 MHz wide. The particular carrier frequencies used can also be adapted to suit the needs of the particular system. Currently, appropriate systems have carrier frequencies centered at frequencies ranging from 450 MHz to 2100 MHz. This range is expected to become greater as radio technologies and spectrum allocations change.
Calculation of Calibration Vectors
There are a variety of different ways to calibrate a multiple antenna array using narrowband signals and a transponder. U.S. Pat. No. 5,546,090 issued Aug. 13, 1996 to Roy, III et al., U.S. Pat. No. 5,930,243 issued Jul. 27, 1999 to Parish et al. and U.S. Pat. No. 6,037,898 issued to Parish et al. show approaches to calibration suitable for use in the present application. Another approach is shown in International Application No. WO99157820, published Nov. 11, 1999 of Boros et al. The disclosures of these references are hereby incorporated by reference herein.
A single transponder or subscriber unit can be used together with its base station to calibrate the base station. However, the present invention enables the separate determination of the uplink and downlink signatures for the transponder or any subscriber unit. These spatial signatures include the effects of the electronic signal paths in the base station hardware and any differences between the uplink and downlink electronic signal paths for the transponder or subscriber unit. One use of such information is to determine separate calibrations for each subscriber unit when the RF propagation to and from the subscriber unit is different. Another use is for calibrating the base station, but rather than obtaining a single calibration vector using the base station and a single transponder, using several transponders to determine the single calibration vector. In one embodiment, the single calibration vector is the average calibration vector. In another embodiment, it is the weighted average calibration vector. The weighting given to the estimate made using a particular subscriber unit will depend on a measure of the quality of the signal received by that subscriber unit, so that estimates from subscriber units having better quality signals are weighed more in the weighted average. A method and apparatus for determining signal quality is disclosed in International Application No. WO99/40689, published Aug. 12, 1999 of Yun.
In the architecture of
Method of Operation
An example of an operational process for calibrating a group of receive chains is shown in
The transmitted narrowband calibration signal is received at the transponder 313, (see e.g.
The base station receives the transponder signal or signals at each of its receive antenna chains 319. These received transponder signals are sampled for each receive antenna chain 321 and the samples can be used to measure any number of characteristics of the received signal. Calibration can be performed using any of the algorithms known in the art based on these samples. Each set of samples from each receive chain represents a different view of the same narrowband transponder signal. To enhance reception, the DSP 217 will typically use a narrow bandpass filter to eliminate most of the data traffic signal energy and isolate the received transponder signal. The calibration will typically be based on comparing the received transponder signal as it was received by each receive chain to each signal as received by each other receive chain 323. This is commonly done by measuring phases and amplitudes and using a covariance matrix, for example. As an alternative, the signal can be sampled at only two receive chains. This will allow the two selected chains to be calibrated against each other. By repeating the process for each possible combination or for each receive chain against a receive chain selected to be the reference, the same calibration results can be obtained.
Once the comparisons are done and the differences in phase and amplitude between the different receive chains have been determined, a receive calibration vector can be generated 325. Typically this is a set of factors to be applied to each receive chain in order to compensate the differences. When the calibrations are done against a reference chain, pairing each receive chain against the reference, the reference chain's vectors can be set at one, or some other normalized set of values, so that the vectors for the other receive chains represent the variance from the reference chain. The process described above can then be repeated and the results averaged 327. Alternatively, the resulting vector can be applied and the process repeated to find a new vector that is used to adjust the first vector. By applying the adjusted calibration vector after each cycle, the calibration should become progressively more accurate until it converges on the limit of the calibration system's accuracy. The transmission, reception and computations can be repeated at different frequencies as well as for different combinations of receive chains and even for different transponders. Over time, the characteristics of the receive chain can also change and so the process can also be repeated in order to update the calibration vectors with changing conditions.
Calibration of the transmit chain is done in a similar way as shown in
The calibration signals are received at the transponder 331. Which then, as with the receive calibration, shifts the frequency of the received calibration signals 333. After that, the shifted calibration signals are transmitted back to the base station 335. It is again possible to change modulated sequences or spreading codes but the simplest transponder will take the narrowband signal that it receives in the downlink band and transmit it back as a virtually identical narrowband signal in the uplink band.
The base station receives the transponder signals this time at just one receive antenna chain 337. The received transponder signals are sampled 339 and then the unique modulated sequences are used to extract each transmit chain calibration signal 341 from the sampled waveform. As with the receive calibration, a narrow bandpass filter is typically used to isolate the transponder signal. For calibration purposes, the transmitted calibration signals from each transmit chain are compared to each other 343. In order to make it easier to distinguish the simultaneously received signals from the different transmit chains, the number of simultaneous transmit chains can be reduced. For example, one of the transmit chains can be designated as the reference and then each other transmit chain can transmit with the reference, one pair at a time, until all the transmit chains have been calibrated against the reference. This is similar to the pair-wise receive chain calibration mentioned above.
These comparisons become the basis for generating a transmit calibration vector 345. The entire process can then be repeated to refine the results or as conditions change 347. In one embodiment, the calibration vector determined in the first round is applied to each transmit chain, and then the process is repeated. The next calibration cycle will lead to greater accuracy as the gross errors have already been compensated. This is similar to performing a coarse tuning process and then a fine-tuning process.
The present invention provides many advantages over the prior art. Calibrations can be performed using only a simple, inexpensive transponder. Both transmit and receive calibration can be determined in a single transaction and the method self-corrects for reference frequency offsets in the antenna array system. Accordingly, calibration in accordance with the present invention is inherently accurate. While the invention has been described primarily as a calibration of a base station using a remote transponder, it can be applied to remote user terminals that have multiple antennas. It can also be applied to any other type of wireless network with multiple antenna system whether one with base stations and remotes, equal peers or masters and slaves.
To improve the reception of regular traffic during calibration, it may be desirable to apply a notch filter at the base station to filter out the transponder signal band. This would typically be a digital filter and can be turned off when no calibration signal is active. The subscriber units could similarly have a notch filter for the calibration signal from the base station.
In the description above, for the purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the present invention may be practiced without some of these specific details. In other instances, well-known structures and devices are shown in block diagram form.
The present invention includes various steps. The steps of the present invention may be performed by hardware components, such as those shown in
The present invention may be provided as a computer program product which may include a machine-readable medium having stored thereon instructions which may be used to program a computer (or other electronic devices) to perform a process according to the present invention. The machine-readable medium may include, but is not limited to, floppy diskettes, optical disks, CD-ROMs, and magneto-optical disks, ROMs, RAMs, EPROMs, EEPROMs, magnet or optical cards, flash memory, or other type of media or machine-readable medium suitable for storing electronic instructions. Moreover, the present invention may also be downloaded as a computer program product, wherein the program may be transferred from a remote computer to a requesting computer by way of data signals embodied in a carrier wave or other propagation medium via a communication link (e.g., a modem or network connection).
Importantly, while the present invention has been described in the context of a wireless spread spectrum data system for mobile remote terminals, it can be applied to a wide variety of different wireless systems in which data is exchanged. Such systems include voice, video, music, broadcast and other types of data systems without external connections. The present invention can be applied to fixed user terminals as well as to low and high mobility terminals. Many of the methods are described herein in a basic form but steps can be added to or deleted from any of the methods and information can be added or subtracted from any of the described messages without departing from the basic scope of the present invention. It will be apparent to those skilled in the art that many further modifications and adaptations can be made. The particular embodiments are not provided to limit the invention but to illustrate it. The scope of the present invention is not to be determined by the specific examples provided above but only by the claims below.
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|Clasificación de EE.UU.||370/252, 455/67.11, 455/115.2|
|Clasificación cooperativa||H01Q3/267, H04W24/00|
|Clasificación europea||H04W24/00, H01Q3/26F|
|18 Ene 2002||AS||Assignment|
Owner name: ARRAYCOMM, INC., CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:LINDSKOG, ERIK D.;TROTT, MITCHELL D.;REEL/FRAME:012512/0625
Effective date: 20011023
|2 Dic 2005||AS||Assignment|
Owner name: ARRAYCOMM LLC., CALIFORNIA
Free format text: CHANGE OF NAME;ASSIGNOR:ARRAYCOMM, INC.;REEL/FRAME:017088/0941
Effective date: 20051116
|1 Oct 2008||AS||Assignment|
Owner name: ARRAYCOMM LLC., CALIFORNIA
Free format text: CORRECTIVE ASSIGNMENT TO CORRECT THE NATURE OF CONVEYANCE PREVIOUSLY RECORDED ON REEL 017088 FRAME0941;ASSIGNOR:ARRAYCOMM, INC.;REEL/FRAME:021619/0539
Effective date: 20051116
|6 Nov 2008||AS||Assignment|
Owner name: INTEL CORPORATION, CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:ARRAYCOMM LLC;REEL/FRAME:021794/0107
Effective date: 20081002
Owner name: INTEL CORPORATION,CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:ARRAYCOMM LLC;REEL/FRAME:021794/0107
Effective date: 20081002
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Year of fee payment: 4
|2 Oct 2013||FPAY||Fee payment|
Year of fee payment: 8